{"id":"W2101126628","doi":"10.1128/aac.00381-05","title":"Clinical Correlation of the CLSI Susceptibility Breakpoint for Piperacillin- Tazobactam against Extended-Spectrum-β-Lactamase-Producing <i>Escherichia coli</i> and <i>Klebsiella</i> Species","year":2006,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Piperacillin; Breakpoint; Tazobactam; Piperacillin/tazobactam; Microbiology; Escherichia coli; Klebsiella; Biology; Enterobacteriaceae; Klebsiella pneumoniae; Beta-lactamase; Antibiotics; Antibiotic resistance; Bacteria; Imipenem; Pseudomonas aeruginosa; Genetics; Chromosomal translocation; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004744891,0.0002591721,0.0003551634,0.0006983212,0.0003172105,0.0004372871,0.000235566,0.0005353719,0.00214357],"category_scores_gemma":[0.0062139,0.0001868591,0.0001478953,0.0003677641,0.0004968671,0.0003639551,0.0002493497,0.0006393678,0.000469822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000288993,"about_ca_system_score_gemma":0.0002068171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009787822,"about_ca_topic_score_gemma":0.0008448021,"domain_scores_codex":[0.9993533,0.0001723968,0.00009451729,0.0001270056,0.0001154509,0.0001373342],"domain_scores_gemma":[0.9948927,0.001669208,0.001627404,0.0001599646,0.0007315669,0.0009191043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004416732,0.00004254194,0.9927618,0.00001162081,0.00001194453,0.001213309,0.00008972651,0.0000530558,0.003226697,0.00001947855,0.0001403728,0.001987753],"study_design_scores_gemma":[0.00001662442,0.0007055684,0.9887165,0.00001430234,0.00001910611,0.007834076,0.0002401471,0.0003262968,0.001751646,0.00004508767,0.0003205709,0.00001009835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976526,0.0005449167,0.0002008427,0.00008360753,0.00001372134,0.00001498133,0.0000799593,0.00000847428,0.001401006],"genre_scores_gemma":[0.9997227,0.0000568046,0.00006425023,0.00001738057,0.000006879912,0.000003208097,0.00005427684,0.000001909645,0.00007255629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214357,"threshold_uncertainty_score":0.007170916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00935449207525431,"score_gpt":0.2465745637194676,"score_spread":0.2372200716442133,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}